Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 7241 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 905.2 KiB |
| Average record size in memory | 128.0 B |
Variable types
| NUM | 16 |
|---|
Lunation Number is highly correlated with Year and 1 other fields | High correlation |
Year is highly correlated with Lunation Number and 1 other fields | High correlation |
Saros Number is highly correlated with Year and 1 other fields | High correlation |
Penumbral Magnitude is highly correlated with Eclipse Type and 2 other fields | High correlation |
Eclipse Type is highly correlated with Penumbral Magnitude and 1 other fields | High correlation |
Umbral Magnitude is highly correlated with Eclipse Type and 1 other fields | High correlation |
Penumbral Eclipse Duration (m) is highly correlated with Penumbral Magnitude | High correlation |
Lunation Number has unique values | Unique |
Hours has 309 (4.3%) zeros | Zeros |
Minutes has 119 (1.6%) zeros | Zeros |
Seconds has 114 (1.6%) zeros | Zeros |
Latitude has 95 (1.3%) zeros | Zeros |
Reproduction
| Analysis started | 2020-12-18 20:55:47.359014 |
|---|---|
| Analysis finished | 2020-12-18 20:56:36.149104 |
| Duration | 48.79 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 3000 |
|---|---|
| Distinct (%) | 41.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1502.650463 |
|---|---|
| Minimum | 1 |
| Maximum | 3000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 56.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 147 |
| Q1 | 747 |
| median | 1505 |
| Q3 | 2256 |
| 95-th percentile | 2856 |
| Maximum | 3000 |
| Range | 2999 |
| Interquartile range (IQR) | 1509 |
Descriptive statistics
| Standard deviation | 867.2689429 |
|---|---|
| Coefficient of variation (CV) | 0.5771594689 |
| Kurtosis | -1.197002641 |
| Mean | 1502.650463 |
| Median Absolute Deviation (MAD) | 755 |
| Skewness | 0.001698597337 |
| Sum | 10880692 |
| Variance | 752155.4194 |
| Monotocity | Increasing |
| Value | Count | Frequency (%) | |
| 725 | 5 | 0.1% | |
| 660 | 5 | 0.1% | |
| 74 | 5 | 0.1% | |
| 1311 | 5 | 0.1% | |
| 1676 | 5 | 0.1% | |
| 2783 | 5 | 0.1% | |
| 475 | 5 | 0.1% | |
| 1879 | 5 | 0.1% | |
| 2968 | 5 | 0.1% | |
| 1246 | 5 | 0.1% | |
| Other values (2990) | 7191 | 99.3% |
| Value | Count | Frequency (%) | |
| 1 | 3 | < 0.1% | |
| 2 | 2 | < 0.1% | |
| 3 | 2 | < 0.1% | |
| 4 | 2 | < 0.1% | |
| 5 | 4 | 0.1% |
| Value | Count | Frequency (%) | |
| 3000 | 3 | < 0.1% | |
| 2999 | 2 | < 0.1% | |
| 2998 | 2 | < 0.1% | |
| 2997 | 3 | < 0.1% | |
| 2996 | 2 | < 0.1% |
Month
Real number (ℝ≥0)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.510841044 |
|---|---|
| Minimum | 1 |
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 56.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.452547282 |
|---|---|
| Coefficient of variation (CV) | 0.5302766967 |
| Kurtosis | -1.208270433 |
| Mean | 6.510841044 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.004744153832 |
| Sum | 47145 |
| Variance | 11.92008273 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1 | 623 | 8.6% | |
| 7 | 616 | 8.5% | |
| 3 | 616 | 8.5% | |
| 5 | 616 | 8.5% | |
| 12 | 616 | 8.5% | |
| 10 | 612 | 8.5% | |
| 8 | 605 | 8.4% | |
| 6 | 601 | 8.3% | |
| 9 | 593 | 8.2% | |
| 11 | 591 | 8.2% | |
| Other values (2) | 1152 | 15.9% |
| Value | Count | Frequency (%) | |
| 1 | 623 | 8.6% | |
| 2 | 561 | 7.7% | |
| 3 | 616 | 8.5% | |
| 4 | 591 | 8.2% | |
| 5 | 616 | 8.5% |
| Value | Count | Frequency (%) | |
| 12 | 616 | 8.5% | |
| 11 | 591 | 8.2% | |
| 10 | 612 | 8.5% | |
| 9 | 593 | 8.2% | |
| 8 | 605 | 8.4% |
Day
Real number (ℝ≥0)
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.82088109 |
|---|---|
| Minimum | 1 |
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 56.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 30 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.801844693 |
|---|---|
| Coefficient of variation (CV) | 0.556343521 |
| Kurtosis | -1.192283945 |
| Mean | 15.82088109 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.008227244265 |
| Sum | 114559 |
| Variance | 77.47247 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 4 | 269 | 3.7% | |
| 17 | 263 | 3.6% | |
| 8 | 261 | 3.6% | |
| 11 | 260 | 3.6% | |
| 20 | 258 | 3.6% | |
| 7 | 257 | 3.5% | |
| 13 | 249 | 3.4% | |
| 18 | 246 | 3.4% | |
| 21 | 243 | 3.4% | |
| 26 | 242 | 3.3% | |
| Other values (21) | 4693 | 64.8% |
| Value | Count | Frequency (%) | |
| 1 | 225 | 3.1% | |
| 2 | 216 | 3.0% | |
| 3 | 238 | 3.3% | |
| 4 | 269 | 3.7% | |
| 5 | 209 | 2.9% |
| Value | Count | Frequency (%) | |
| 31 | 153 | 2.1% | |
| 30 | 227 | 3.1% | |
| 29 | 235 | 3.2% | |
| 28 | 232 | 3.2% | |
| 27 | 236 | 3.3% |
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.53473277 |
|---|---|
| Minimum | 0 |
| Maximum | 23 |
| Zeros | 309 |
| Zeros (%) | 4.3% |
| Memory size | 56.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 11 |
| Q3 | 18 |
| 95-th percentile | 22 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 6.923910796 |
|---|---|
| Coefficient of variation (CV) | 0.6002662509 |
| Kurtosis | -1.203761336 |
| Mean | 11.53473277 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.001274299034 |
| Sum | 83523 |
| Variance | 47.94054071 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 19 | 351 | 4.8% | |
| 3 | 338 | 4.7% | |
| 15 | 337 | 4.7% | |
| 11 | 331 | 4.6% | |
| 23 | 328 | 4.5% | |
| 6 | 326 | 4.5% | |
| 2 | 313 | 4.3% | |
| 10 | 312 | 4.3% | |
| 12 | 309 | 4.3% | |
| 0 | 309 | 4.3% | |
| Other values (14) | 3987 | 55.1% |
| Value | Count | Frequency (%) | |
| 0 | 309 | 4.3% | |
| 1 | 258 | 3.6% | |
| 2 | 313 | 4.3% | |
| 3 | 338 | 4.7% | |
| 4 | 299 | 4.1% |
| Value | Count | Frequency (%) | |
| 23 | 328 | 4.5% | |
| 22 | 288 | 4.0% | |
| 21 | 279 | 3.9% | |
| 20 | 297 | 4.1% | |
| 19 | 351 | 4.8% |
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.30023477 |
|---|---|
| Minimum | 0 |
| Maximum | 59 |
| Zeros | 119 |
| Zeros (%) | 1.6% |
| Memory size | 56.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 14 |
| median | 29 |
| Q3 | 44 |
| 95-th percentile | 56 |
| Maximum | 59 |
| Range | 59 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 17.23293972 |
|---|---|
| Coefficient of variation (CV) | 0.5881502264 |
| Kurtosis | -1.196868385 |
| Mean | 29.30023477 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.01329207751 |
| Sum | 212163 |
| Variance | 296.9742113 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 45 | 151 | 2.1% | |
| 26 | 144 | 2.0% | |
| 38 | 141 | 1.9% | |
| 14 | 135 | 1.9% | |
| 6 | 135 | 1.9% | |
| 28 | 134 | 1.9% | |
| 55 | 133 | 1.8% | |
| 8 | 133 | 1.8% | |
| 10 | 132 | 1.8% | |
| 13 | 130 | 1.8% | |
| Other values (50) | 5873 | 81.1% |
| Value | Count | Frequency (%) | |
| 0 | 119 | 1.6% | |
| 1 | 128 | 1.8% | |
| 2 | 110 | 1.5% | |
| 3 | 120 | 1.7% | |
| 4 | 121 | 1.7% |
| Value | Count | Frequency (%) | |
| 59 | 116 | 1.6% | |
| 58 | 122 | 1.7% | |
| 57 | 96 | 1.3% | |
| 56 | 121 | 1.7% | |
| 55 | 133 | 1.8% |
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.21060627 |
|---|---|
| Minimum | 0 |
| Maximum | 59 |
| Zeros | 114 |
| Zeros (%) | 1.6% |
| Memory size | 56.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 14 |
| median | 29 |
| Q3 | 44 |
| 95-th percentile | 56 |
| Maximum | 59 |
| Range | 59 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 17.30017654 |
|---|---|
| Coefficient of variation (CV) | 0.592256675 |
| Kurtosis | -1.201505896 |
| Mean | 29.21060627 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.02379319885 |
| Sum | 211514 |
| Variance | 299.2961085 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 42 | 149 | 2.1% | |
| 11 | 144 | 2.0% | |
| 17 | 143 | 2.0% | |
| 13 | 142 | 2.0% | |
| 32 | 140 | 1.9% | |
| 27 | 138 | 1.9% | |
| 39 | 138 | 1.9% | |
| 25 | 137 | 1.9% | |
| 10 | 135 | 1.9% | |
| 20 | 134 | 1.9% | |
| Other values (50) | 5841 | 80.7% |
| Value | Count | Frequency (%) | |
| 0 | 114 | 1.6% | |
| 1 | 121 | 1.7% | |
| 2 | 133 | 1.8% | |
| 3 | 119 | 1.6% | |
| 4 | 116 | 1.6% |
| Value | Count | Frequency (%) | |
| 59 | 130 | 1.8% | |
| 58 | 108 | 1.5% | |
| 57 | 119 | 1.6% | |
| 56 | 122 | 1.7% | |
| 55 | 111 | 1.5% |
Delta T (s)
Real number (ℝ)
| Distinct | 4461 |
|---|---|
| Distinct (%) | 61.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2621.691893 |
|---|---|
| Minimum | -6 |
| Maximum | 10519 |
| Zeros | 4 |
| Zeros (%) | 0.1% |
| Memory size | 56.6 KiB |
Quantile statistics
| Minimum | -6 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 330 |
| median | 1484 |
| Q3 | 3955 |
| 95-th percentile | 9103 |
| Maximum | 10519 |
| Range | 10525 |
| Interquartile range (IQR) | 3625 |
Descriptive statistics
| Standard deviation | 2871.212348 |
|---|---|
| Coefficient of variation (CV) | 1.095175354 |
| Kurtosis | 0.3378049279 |
| Mean | 2621.691893 |
| Median Absolute Deviation (MAD) | 1379 |
| Skewness | 1.183161381 |
| Sum | 18983671 |
| Variance | 8243860.348 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 12 | 68 | 0.9% | |
| 10 | 55 | 0.8% | |
| 8 | 47 | 0.6% | |
| 16 | 43 | 0.6% | |
| 9 | 41 | 0.6% | |
| 24 | 41 | 0.6% | |
| 11 | 40 | 0.6% | |
| 7 | 39 | 0.5% | |
| -6 | 36 | 0.5% | |
| 17 | 35 | 0.5% | |
| Other values (4451) | 6796 | 93.9% |
| Value | Count | Frequency (%) | |
| -6 | 36 | 0.5% | |
| -5 | 16 | 0.2% | |
| -4 | 7 | 0.1% | |
| -3 | 5 | 0.1% | |
| -2 | 4 | 0.1% |
| Value | Count | Frequency (%) | |
| 10519 | 1 | < 0.1% | |
| 10515 | 1 | < 0.1% | |
| 10514 | 1 | < 0.1% | |
| 10510 | 1 | < 0.1% | |
| 10505 | 1 | < 0.1% |
| Distinct | 7241 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6145.789118 |
|---|---|
| Minimum | -24719 |
| Maximum | 12378 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 56.6 KiB |
Quantile statistics
| Minimum | -24719 |
|---|---|
| 5-th percentile | -22918 |
| Q1 | -15494 |
| median | -6115 |
| Q3 | 3169 |
| 95-th percentile | 10593 |
| Maximum | 12378 |
| Range | 37097 |
| Interquartile range (IQR) | 18663 |
Descriptive statistics
| Standard deviation | 10726.59529 |
|---|---|
| Coefficient of variation (CV) | -1.745356875 |
| Kurtosis | -1.196987467 |
| Mean | -6145.789118 |
| Median Absolute Deviation (MAD) | 9332 |
| Skewness | 0.001680212221 |
| Sum | -44501659 |
| Variance | 115059846.5 |
| Monotocity | Strictly increasing |
| Value | Count | Frequency (%) | |
| 8528 | 1 | < 0.1% | |
| -9642 | 1 | < 0.1% | |
| -3445 | 1 | < 0.1% | |
| -17782 | 1 | < 0.1% | |
| -23927 | 1 | < 0.1% | |
| 11749 | 1 | < 0.1% | |
| -13692 | 1 | < 0.1% | |
| -19837 | 1 | < 0.1% | |
| 8305 | 1 | < 0.1% | |
| 7553 | 1 | < 0.1% | |
| Other values (7231) | 7231 | 99.9% |
| Value | Count | Frequency (%) | |
| -24719 | 1 | < 0.1% | |
| -24714 | 1 | < 0.1% | |
| -24713 | 1 | < 0.1% | |
| -24708 | 1 | < 0.1% | |
| -24702 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 12378 | 1 | < 0.1% | |
| 12377 | 1 | < 0.1% | |
| 12372 | 1 | < 0.1% | |
| 12366 | 1 | < 0.1% | |
| 12360 | 1 | < 0.1% |
| Distinct | 142 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 112.7794504 |
|---|---|
| Minimum | 41 |
| Maximum | 183 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 56.6 KiB |
Quantile statistics
| Minimum | 41 |
|---|---|
| 5-th percentile | 63 |
| Q1 | 88 |
| median | 113 |
| Q3 | 137 |
| 95-th percentile | 163 |
| Maximum | 183 |
| Range | 142 |
| Interquartile range (IQR) | 49 |
Descriptive statistics
| Standard deviation | 31.06466874 |
|---|---|
| Coefficient of variation (CV) | 0.2754461796 |
| Kurtosis | -0.8550127725 |
| Mean | 112.7794504 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 0.009616162837 |
| Sum | 816636 |
| Variance | 965.013644 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 102 | 84 | 1.2% | |
| 101 | 83 | 1.1% | |
| 120 | 83 | 1.1% | |
| 121 | 82 | 1.1% | |
| 103 | 82 | 1.1% | |
| 138 | 82 | 1.1% | |
| 119 | 82 | 1.1% | |
| 100 | 79 | 1.1% | |
| 84 | 78 | 1.1% | |
| 137 | 78 | 1.1% | |
| Other values (132) | 6428 | 88.8% |
| Value | Count | Frequency (%) | |
| 41 | 2 | < 0.1% | |
| 42 | 3 | < 0.1% | |
| 43 | 3 | < 0.1% | |
| 44 | 9 | 0.1% | |
| 45 | 10 | 0.1% |
| Value | Count | Frequency (%) | |
| 183 | 2 | < 0.1% | |
| 182 | 3 | < 0.1% | |
| 181 | 7 | 0.1% | |
| 180 | 10 | 0.1% | |
| 179 | 11 | 0.2% |
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.161303687 |
|---|---|
| Minimum | 1 |
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 56.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.4405528 |
|---|---|
| Coefficient of variation (CV) | 0.5864875489 |
| Kurtosis | -1.33843189 |
| Mean | 4.161303687 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.1956195633 |
| Sum | 30132 |
| Variance | 5.956297969 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 5 | 2536 | 35.0% | |
| 1 | 2398 | 33.1% | |
| 6 | 850 | 11.7% | |
| 8 | 621 | 8.6% | |
| 7 | 614 | 8.5% | |
| 4 | 88 | 1.2% | |
| 3 | 68 | 0.9% | |
| 2 | 66 | 0.9% |
| Value | Count | Frequency (%) | |
| 1 | 2398 | 33.1% | |
| 2 | 66 | 0.9% | |
| 3 | 68 | 0.9% | |
| 4 | 88 | 1.2% | |
| 5 | 2536 | 35.0% |
| Value | Count | Frequency (%) | |
| 8 | 621 | 8.6% | |
| 7 | 614 | 8.5% | |
| 6 | 850 | 11.7% | |
| 5 | 2536 | 35.0% | |
| 4 | 88 | 1.2% |
Gamma
Real number (ℝ)
| Distinct | 6458 |
|---|---|
| Distinct (%) | 89.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.005489186576 |
|---|---|
| Minimum | -1.5827 |
| Maximum | 1.572 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 56.6 KiB |
Quantile statistics
| Minimum | -1.5827 |
|---|---|
| 5-th percentile | -1.409 |
| Q1 | -0.7862 |
| median | 0.0074 |
| Q3 | 0.7929 |
| 95-th percentile | 1.4262 |
| Maximum | 1.572 |
| Range | 3.1547 |
| Interquartile range (IQR) | 1.5791 |
Descriptive statistics
| Standard deviation | 0.9108999188 |
|---|---|
| Coefficient of variation (CV) | 165.9444266 |
| Kurtosis | -1.213690675 |
| Mean | 0.005489186576 |
| Median Absolute Deviation (MAD) | 0.7892 |
| Skewness | 0.0002465601251 |
| Sum | 39.7472 |
| Variance | 0.8297386621 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| -0.7776 | 4 | 0.1% | |
| 0.8822 | 4 | 0.1% | |
| 1.1964 | 4 | 0.1% | |
| -0.4148 | 4 | 0.1% | |
| -0.5277 | 3 | < 0.1% | |
| 0.6956 | 3 | < 0.1% | |
| 0.1463 | 3 | < 0.1% | |
| -1.3179 | 3 | < 0.1% | |
| -0.6887 | 3 | < 0.1% | |
| -1.1559 | 3 | < 0.1% | |
| Other values (6448) | 7207 | 99.5% |
| Value | Count | Frequency (%) | |
| -1.5827 | 1 | < 0.1% | |
| -1.5784 | 1 | < 0.1% | |
| -1.5758 | 1 | < 0.1% | |
| -1.5731 | 1 | < 0.1% | |
| -1.5723 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.572 | 1 | < 0.1% | |
| 1.5718 | 1 | < 0.1% | |
| 1.5706 | 1 | < 0.1% | |
| 1.57 | 1 | < 0.1% | |
| 1.5671 | 1 | < 0.1% |
| Distinct | 6409 |
|---|---|
| Distinct (%) | 88.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.417879616 |
|---|---|
| Minimum | 0.0006 |
| Maximum | 2.9089 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 56.6 KiB |
Quantile statistics
| Minimum | 0.0006 |
|---|---|
| 5-th percentile | 0.1312 |
| Q1 | 0.6783 |
| median | 1.4157 |
| Q3 | 2.1386 |
| 95-th percentile | 2.7211 |
| Maximum | 2.9089 |
| Range | 2.9083 |
| Interquartile range (IQR) | 1.4603 |
Descriptive statistics
| Standard deviation | 0.8323359487 |
|---|---|
| Coefficient of variation (CV) | 0.5870286443 |
| Kurtosis | -1.203334837 |
| Mean | 1.417879616 |
| Median Absolute Deviation (MAD) | 0.7295 |
| Skewness | 0.02152918818 |
| Sum | 10266.8663 |
| Variance | 0.6927831316 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2.7144 | 4 | 0.1% | |
| 2.8203 | 4 | 0.1% | |
| 2.1452 | 3 | < 0.1% | |
| 1.5974 | 3 | < 0.1% | |
| 0.9402 | 3 | < 0.1% | |
| 0.1241 | 3 | < 0.1% | |
| 1.1329 | 3 | < 0.1% | |
| 1.5606 | 3 | < 0.1% | |
| 0.8717 | 3 | < 0.1% | |
| 2.1369 | 3 | < 0.1% | |
| Other values (6399) | 7209 | 99.6% |
| Value | Count | Frequency (%) | |
| 0.0006 | 1 | < 0.1% | |
| 0.0007 | 1 | < 0.1% | |
| 0.0014 | 1 | < 0.1% | |
| 0.0022 | 1 | < 0.1% | |
| 0.0027 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.9089 | 1 | < 0.1% | |
| 2.904 | 1 | < 0.1% | |
| 2.8992 | 1 | < 0.1% | |
| 2.8928 | 1 | < 0.1% | |
| 2.8925 | 1 | < 0.1% |
| Distinct | 6408 |
|---|---|
| Distinct (%) | 88.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.399387916 |
|---|---|
| Minimum | -1.0947 |
| Maximum | 1.8821 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 56.6 KiB |
Quantile statistics
| Minimum | -1.0947 |
|---|---|
| 5-th percentile | -0.8842 |
| Q1 | -0.334 |
| median | 0.403 |
| Q3 | 1.1239 |
| 95-th percentile | 1.7017 |
| Maximum | 1.8821 |
| Range | 2.9768 |
| Interquartile range (IQR) | 1.4579 |
Descriptive statistics
| Standard deviation | 0.8330219485 |
|---|---|
| Coefficient of variation (CV) | 2.085746501 |
| Kurtosis | -1.19970164 |
| Mean | 0.399387916 |
| Median Absolute Deviation (MAD) | 0.7282 |
| Skewness | 0.01803080251 |
| Sum | 2891.9679 |
| Variance | 0.6939255667 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1.7157 | 4 | 0.1% | |
| 0.3684 | 4 | 0.1% | |
| -0.6897 | 3 | < 0.1% | |
| -0.9024 | 3 | < 0.1% | |
| 0.2643 | 3 | < 0.1% | |
| 0.3334 | 3 | < 0.1% | |
| 1.5612 | 3 | < 0.1% | |
| 1.5833 | 3 | < 0.1% | |
| -0.6146 | 3 | < 0.1% | |
| 1.7017 | 3 | < 0.1% | |
| Other values (6398) | 7209 | 99.6% |
| Value | Count | Frequency (%) | |
| -1.0947 | 1 | < 0.1% | |
| -1.0897 | 1 | < 0.1% | |
| -1.0768 | 1 | < 0.1% | |
| -1.068 | 1 | < 0.1% | |
| -1.067 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.8821 | 1 | < 0.1% | |
| 1.877 | 1 | < 0.1% | |
| 1.8764 | 1 | < 0.1% | |
| 1.8721 | 1 | < 0.1% | |
| 1.8702 | 1 | < 0.1% |
| Distinct | 51 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.320950145 |
|---|---|
| Minimum | -25 |
| Maximum | 25 |
| Zeros | 95 |
| Zeros (%) | 1.3% |
| Memory size | 56.6 KiB |
Quantile statistics
| Minimum | -25 |
|---|---|
| 5-th percentile | -23 |
| Q1 | -17 |
| median | -1 |
| Q3 | 16 |
| 95-th percentile | 23 |
| Maximum | 25 |
| Range | 50 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 16.5531294 |
|---|---|
| Coefficient of variation (CV) | -51.57539155 |
| Kurtosis | -1.476958296 |
| Mean | -0.320950145 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 0.02924320676 |
| Sum | -2324 |
| Variance | 274.0060928 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| -22 | 334 | 4.6% | |
| 22 | 324 | 4.5% | |
| -23 | 319 | 4.4% | |
| 23 | 299 | 4.1% | |
| -21 | 236 | 3.3% | |
| 21 | 223 | 3.1% | |
| -24 | 223 | 3.1% | |
| 24 | 213 | 2.9% | |
| -20 | 197 | 2.7% | |
| 20 | 182 | 2.5% | |
| Other values (41) | 4691 | 64.8% |
| Value | Count | Frequency (%) | |
| -25 | 60 | 0.8% | |
| -24 | 223 | 3.1% | |
| -23 | 319 | 4.4% | |
| -22 | 334 | 4.6% | |
| -21 | 236 | 3.3% |
| Value | Count | Frequency (%) | |
| 25 | 59 | 0.8% | |
| 24 | 213 | 2.9% | |
| 23 | 299 | 4.1% | |
| 22 | 324 | 4.5% | |
| 21 | 223 | 3.1% |
Longitude
Real number (ℝ)
| Distinct | 361 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.07982322884 |
|---|---|
| Minimum | -180 |
| Maximum | 180 |
| Zeros | 32 |
| Zeros (%) | 0.4% |
| Memory size | 56.6 KiB |
Quantile statistics
| Minimum | -180 |
|---|---|
| 5-th percentile | -162 |
| Q1 | -91 |
| median | 0 |
| Q3 | 90 |
| 95-th percentile | 162 |
| Maximum | 180 |
| Range | 360 |
| Interquartile range (IQR) | 181 |
Descriptive statistics
| Standard deviation | 103.9374904 |
|---|---|
| Coefficient of variation (CV) | -1302.095793 |
| Kurtosis | -1.20082701 |
| Mean | -0.07982322884 |
| Median Absolute Deviation (MAD) | 90 |
| Skewness | -0.002260916181 |
| Sum | -578 |
| Variance | 10803.00191 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| -107 | 34 | 0.5% | |
| 161 | 33 | 0.5% | |
| 0 | 32 | 0.4% | |
| -32 | 32 | 0.4% | |
| -64 | 32 | 0.4% | |
| 87 | 31 | 0.4% | |
| 36 | 31 | 0.4% | |
| -137 | 31 | 0.4% | |
| -99 | 31 | 0.4% | |
| 61 | 30 | 0.4% | |
| Other values (351) | 6924 | 95.6% |
| Value | Count | Frequency (%) | |
| -180 | 5 | 0.1% | |
| -179 | 23 | 0.3% | |
| -178 | 14 | 0.2% | |
| -177 | 20 | 0.3% | |
| -176 | 24 | 0.3% |
| Value | Count | Frequency (%) | |
| 180 | 15 | 0.2% | |
| 179 | 18 | 0.2% | |
| 178 | 21 | 0.3% | |
| 177 | 22 | 0.3% | |
| 176 | 26 | 0.4% |
| Distinct | 2548 |
|---|---|
| Distinct (%) | 35.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 269.9004281 |
|---|---|
| Minimum | 7.4 |
| Maximum | 379.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 56.6 KiB |
Quantile statistics
| Minimum | 7.4 |
|---|---|
| 5-th percentile | 101.9 |
| Q1 | 222.7 |
| median | 294.9 |
| Q3 | 327.5 |
| 95-th percentile | 365 |
| Maximum | 379.1 |
| Range | 371.7 |
| Interquartile range (IQR) | 104.8 |
Descriptive statistics
| Standard deviation | 79.99001822 |
|---|---|
| Coefficient of variation (CV) | 0.296368623 |
| Kurtosis | 0.1877322498 |
| Mean | 269.9004281 |
| Median Absolute Deviation (MAD) | 44.6 |
| Skewness | -0.9711499305 |
| Sum | 1954349 |
| Variance | 6398.403015 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 318.4 | 15 | 0.2% | |
| 336 | 13 | 0.2% | |
| 319.6 | 13 | 0.2% | |
| 320.3 | 13 | 0.2% | |
| 317.3 | 12 | 0.2% | |
| 319.7 | 12 | 0.2% | |
| 320.9 | 12 | 0.2% | |
| 317 | 12 | 0.2% | |
| 318 | 12 | 0.2% | |
| 302.2 | 11 | 0.2% | |
| Other values (2538) | 7116 | 98.3% |
| Value | Count | Frequency (%) | |
| 7.4 | 1 | < 0.1% | |
| 8.1 | 1 | < 0.1% | |
| 11.8 | 1 | < 0.1% | |
| 12.9 | 1 | < 0.1% | |
| 14 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 379.1 | 2 | < 0.1% | |
| 379 | 1 | < 0.1% | |
| 378.9 | 1 | < 0.1% | |
| 378.8 | 1 | < 0.1% | |
| 378.7 | 1 | < 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Year | Month | Day | Hours | Minutes | Seconds | Delta T (s) | Lunation Number | Saros Number | Eclipse Type | Gamma | Penumbral Magnitude | Umbral Magnitude | Latitude | Longitude | Penumbral Eclipse Duration (m) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 6 | 24 | 12 | 8 | 47 | 10519 | -24719 | 78 | 5 | 0.9653 | 1.1170 | 0.0567 | -23 | -139 | 292.5 |
| 1 | 1 | 11 | 19 | 19 | 31 | 30 | 10515 | -24714 | 45 | 1 | 1.3768 | 0.3449 | -0.6815 | 21 | 108 | 163.0 |
| 2 | 1 | 12 | 19 | 8 | 21 | 56 | 10514 | -24713 | 83 | 1 | -1.4007 | 0.2866 | -0.7112 | 22 | -81 | 144.4 |
| 3 | 2 | 5 | 15 | 7 | 24 | 42 | 10510 | -24708 | 50 | 5 | -0.9732 | 1.0647 | 0.0795 | -19 | -69 | 262.0 |
| 4 | 2 | 11 | 9 | 1 | 38 | 13 | 10505 | -24702 | 55 | 5 | 0.7405 | 1.5403 | 0.4587 | 17 | 16 | 325.2 |
| 5 | 3 | 5 | 4 | 22 | 22 | 5 | 10501 | -24696 | 60 | 7 | -0.1939 | 2.4752 | 1.5284 | -15 | 67 | 316.7 |
| 6 | 3 | 10 | 29 | 1 | 32 | 40 | 10496 | -24690 | 65 | 8 | 0.0645 | 2.7919 | 1.6883 | 13 | 17 | 378.7 |
| 7 | 4 | 4 | 23 | 15 | 31 | 17 | 10491 | -24684 | 70 | 5 | 0.5399 | 1.8414 | 0.8926 | -11 | 170 | 299.4 |
| 8 | 4 | 10 | 17 | 1 | 57 | 0 | 10486 | -24678 | 75 | 5 | -0.6219 | 1.7535 | 0.6806 | 8 | 12 | 335.9 |
| 9 | 5 | 3 | 14 | 19 | 6 | 49 | 10482 | -24673 | 42 | 1 | -1.3763 | 0.3466 | -0.6814 | 2 | 119 | 167.1 |
Last rows
| Year | Month | Day | Hours | Minutes | Seconds | Delta T (s) | Lunation Number | Saros Number | Eclipse Type | Gamma | Penumbral Magnitude | Umbral Magnitude | Latitude | Longitude | Penumbral Eclipse Duration (m) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7231 | 2997 | 1 | 14 | 19 | 5 | 35 | 4399 | 12331 | 179 | 1 | -1.2609 | 0.5907 | -0.5013 | 20 | 93 | 225.4 |
| 7232 | 2997 | 6 | 12 | 5 | 40 | 6 | 4402 | 12336 | 146 | 5 | -0.9909 | 1.0405 | 0.0389 | -24 | -66 | 264.0 |
| 7233 | 2997 | 12 | 5 | 10 | 15 | 8 | 4406 | 12342 | 151 | 5 | 0.9348 | 1.1451 | 0.1403 | 23 | -138 | 268.5 |
| 7234 | 2998 | 6 | 1 | 12 | 29 | 9 | 4410 | 12348 | 156 | 7 | -0.2536 | 2.4210 | 1.3646 | -22 | -169 | 361.5 |
| 7235 | 2998 | 11 | 25 | 0 | 38 | 12 | 4413 | 12354 | 161 | 8 | 0.2210 | 2.4354 | 1.4693 | 21 | 5 | 316.7 |
| 7236 | 2999 | 5 | 21 | 13 | 21 | 13 | 4417 | 12360 | 166 | 5 | 0.4971 | 1.9853 | 0.9069 | -20 | 178 | 356.7 |
| 7237 | 2999 | 11 | 14 | 16 | 41 | 25 | 4421 | 12366 | 171 | 6 | -0.4669 | 1.9868 | 1.0153 | 18 | 124 | 308.0 |
| 7238 | 3000 | 5 | 10 | 15 | 0 | 16 | 4424 | 12372 | 176 | 1 | 1.2117 | 0.6604 | -0.3907 | -17 | 153 | 230.6 |
| 7239 | 3000 | 10 | 5 | 17 | 10 | 38 | 4427 | 12377 | 143 | 3 | 1.5497 | 0.0329 | -1.0039 | 6 | 118 | 53.5 |
| 7240 | 3000 | 11 | 4 | 5 | 45 | 18 | 4428 | 12378 | 181 | 1 | -1.2170 | 0.6326 | -0.3828 | 14 | -72 | 214.8 |